Understanding Bias in Word Embeddings

Code accompanying the paper "Understanding the Origins of Bias in Word Embeddings"

Usage

Install prerequisite dependencies:

• python 3 / pip / virtual-environment
• julia (version >= 0.7.0)

Clone the repository, then run the setup script:

git clone https://github.com/mebrunet/understanding-bias.git
cd understanding-bias
./setup.sh

This will install further dependencies, download a small corpus, and run a set of tests.